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Every article tagged “CFD”.
38 articles
What heat exchanger correlations assume, where they stop being reliable, and how conjugate CFD, unit-cell and porous-media models, FEA and AI surrogates add the missing information to design and optimisation.
Neural operators, PINNs, reduced-order models and Gaussian processes compared, then the validation machinery that makes any of them usable: design of experiments, hold-out by region, residual checks, conformal intervals and a governed loop with the solver.
How a liquid cooling cold plate is designed: the thermal resistance chain, channel physics, pressure drop and flow distribution, how CFD results become performance maps for system models, and where AI speeds up the iterations.
How offshore hydrodynamics is modelled, from Morison's equation and potential flow to CFD, how moorings and floating wind turbines are assessed, and how AI handles thousands of load cases.
What acoustic-induced and flow-induced vibration are, how Energy Institute screening works, and how CFD, FEA and fatigue assessment confirm the risk and design the mitigation.
The types of propeller cavitation, why they matter for efficiency, erosion, hull vibration and underwater radiated noise, and how CFD, acoustics and AI predict and reduce them.
What parametric roll is, why still-water criteria miss it, how the IMO second-generation intact stability criteria are built, and how simulation and AI support direct assessment.
How seakeeping and manoeuvring simulation predicts motions, slamming, added resistance in waves and manoeuvrability, which method fits which question, and how AI makes the results operational.
Why ship resistance CFD has become part of EEXI and CII compliance, which physics it has to capture, how to trust its answers, and how AI turns it into everyday operating guidance.
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